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Point-cloud explainer

Under construction

PointCloudExplainer is exported by XWhy, but its current explain() method raises NotImplementedError.

Planned documentation will cover:

  • accepted point-cloud formats and tensor shapes;
  • point grouping or segmentation;
  • removal, masking, and displacement perturbations;
  • PointNet-style and custom model adapters;
  • 3D attribution visualisation;
  • fidelity, stability, and runtime evaluation.

Legacy point-cloud examples exist in the repository, but they should be reviewed and migrated before being treated as current package documentation.

View the current API reference